Variational Quantum Circuits for Deep Reinforcement Learning
Chen, Samuel Yen-Chi, Yang, Chao-Han Huck, Qi, Jun, Chen, Pin-Yu, Ma, Xiaoli, Goan, Hsi-Sheng
Published in IEEE access (2020)
Published in IEEE access (2020)
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Journal Article
Characterizing Speech Adversarial Examples Using Self-Attention U-Net Enhancement
Yang, Chao-Han, Qi, Jun, Chen, Pin-Yu, Ma, Xiaoli, Lee, Chin-Hui
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
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Conference Proceeding
A Study of Designing Compact Audio-Visual Wake Word Spotting System Based on Iterative Fine-Tuning in Neural Network Pruning
Zhou, Hengshun, Du, Jun, Huck Yang, Chao-Han, Xiong, Shifu, Lee, Chin-Hui
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
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Conference Proceeding
Low-Resource Music Genre Classification with Cross-Modal Neural Model Reprogramming
Hung, Yun-Ning, Yang, Chao-Han Huck, Chen, Pin-Yu, Lerch, Alexander
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
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Conference Proceeding
From English to More Languages: Parameter-Efficient Model Reprogramming for Cross-Lingual Speech Recognition
Yang, Chao-Han Huck, Li, Bo, Zhang, Yu, Chen, Nanxin, Prabhavalkar, Rohit, Sainath, Tara N., Strohman, Trevor
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
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Conference Proceeding
Exploiting Low-Rank Tensor-Train Deep Neural Networks Based on Riemannian Gradient Descent With Illustrations of Speech Processing
Qi, Jun, Yang, Chao-Han Huck, Chen, Pin-Yu, Tejedor, Javier
Published in IEEE/ACM transactions on audio, speech, and language processing (2023)
Published in IEEE/ACM transactions on audio, speech, and language processing (2023)
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Journal Article
A Two-Stage Approach to Device-Robust Acoustic Scene Classification
Hu, Hu, Yang, Chao-Han Huck, Xia, Xianjun, Bai, Xue, Tang, Xin, Wang, Yajian, Niu, Shutong, Chai, Li, Li, Juanjuan, Zhu, Hongning, Bao, Feng, Zhao, Yuanjun, Siniscalchi, Sabato Marco, Wang, Yannan, Du, Jun, Lee, Chin-Hui
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.01.2021)
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.01.2021)
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Conference Proceeding
Treatment Learning Causal Transformer for Noisy Image Classification
Yang, Chao-Han Huck, Hung, Danny I-Te, Liu, Yi-Chieh, Chen, Pin-Yu
Published in 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (01.01.2023)
Published in 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (01.01.2023)
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Conference Proceeding
A Quantum Kernel Learning Approach to Acoustic Modeling for Spoken Command Recognition
Yang, Chao-Han Huck, Li, Bo, Zhang, Yu, Chen, Nanxin, Sainath, Tara N., Marco Siniscalchi, Sabato, Lee, Chin-Hui
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
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Conference Proceeding
Certified Robustness of Quantum Classifiers Against Adversarial Examples Through Quantum Noise
Huang, Jhih-Cing, Tsai, Yu-Lin, Yang, Chao-Han Huck, Su, Cheng-Fang, Yu, Chia-Mu, Chen, Pin-Yu, Kuo, Sy-Yen
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
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Conference Proceeding
Decentralizing Feature Extraction with Quantum Convolutional Neural Network for Automatic Speech Recognition
Yang, Chao-Han Huck, Qi, Jun, Chen, Samuel Yen-Chi, Chen, Pin-Yu, Siniscalchi, Sabato Marco, Ma, Xiaoli, Lee, Chin-Hui
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
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Conference Proceeding
When BERT Meets Quantum Temporal Convolution Learning for Text Classification in Heterogeneous Computing
Yang, Chao-Han Huck, Qi, Jun, Chen, Samuel Yen-Chi, Tsao, Yu, Chen, Pin-Yu
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
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Conference Proceeding
Y-Net: Multi-Scale Feature Aggregation Network With Wavelet Structure Similarity Loss Function For Single Image Dehazing
Yang, Hao-Hsiang, Yang, Chao-Han Huck, James Tsai, Yi-Chang
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
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Conference Proceeding
Acupuncture-related therapies for the poststroke cognitive impairment patients: A protocol for systematic review and network meta-analysis
Tian, Jun, Hu, Li-Bing, Wu, Miao, Mo, Wen-Li, Wu, Peng, Pu, Yao-Hui, Yang, Han-Chao, Fan, Yun
Published in Medicine (Baltimore) (04.02.2022)
Published in Medicine (Baltimore) (04.02.2022)
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Journal Article
Wavelet Channel Attention Module With A Fusion Network For Single Image Deraining
Yang, Hao-Hsiang, Yang, Chao-Han Huck, Wang, Yu-Chiang Frank
Published in 2020 IEEE International Conference on Image Processing (ICIP) (01.10.2020)
Published in 2020 IEEE International Conference on Image Processing (ICIP) (01.10.2020)
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Conference Proceeding
A microfluidic device integrating dual CMOS polysilicon nanowire sensors for on-chip whole blood processing and simultaneous detection of multiple analytes
Kuan, Da-Han, Wang, I-Shun, Lin, Jiun-Rue, Yang, Chao-Han, Huang, Chi-Hsien, Lin, Yen-Hung, Lin, Chih-Ting, Huang, Nien-Tsu
Published in Lab on a chip (01.01.2016)
Published in Lab on a chip (01.01.2016)
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Journal Article
A Variational Bayesian Approach to Learning Latent Variables for Acoustic Knowledge Transfer
Hu, Hu, Siniscalchi, Sabato Marco, Yang, Chao-Han Huck, Lee, Chin-Hui
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
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Conference Proceeding